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1. DESCRIPTION

This is a replication folder for Fafchamps and Labonne (2017) "Using Split Samples to Improve Inference on Causal Effects.” All of the files and code necessary to replicate the figures and tables in the article are present in this folder.

Version: April 28, 2017
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2. PREPARATION

Set the working directory in Stata to whatever directory you downloaded and saved the replication folder. IN that folder you also need to create the following folders: 
	2.1. ado/s: save the file sol.scheme in that folder
	2.2 data: all datasets generated during the simulation are saved in this folder. 
	2.3 output: all tables and figures generated during the simulations are saved in this folder
	

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3. SIMULATION



The various do-files generates number of datasets that are saved in the data folder. The figures (in pdf format) and tables are saved in the output folder.

	3.1. Main Results 

	The file results_main.do runs the main simulations and generates Table 1 and Figures 1-5 and A.1-A.2.

	3.2. Results with clustered data 

	The file results_cluster.do runs the simulations with clustered data and generates Figure A.3

	3.3. Results with FDR control (q-values) 
	
	The file resutls_qvalues.do run the simulations with q-values and generates Figure 6

